Baran Gözcü

According to our database, Baran Gözcü authored at least 14 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Large-Scale 3D Infant Face Model.

Till N. Schnabel, Yoriko Lill, Benito K. Benitez, Prasad Nalabothu, Philipp Metzler, Andreas A. Müller, Markus Gross, Baran Gözcü, Barbara Solenthaler

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

AutoSkull: Learning-Based Skull Estimation for Automated Pipelines.

Aleksandar Milojevic, Daniel Peter, Niko B. Huber, Luis Azevedo, Andrei Latyshev, Irena Sailer, Markus H. Gross, Bernhard Thomaszewski, Barbara Solenthaler, Baran Gözcü

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023

Automated and data-driven plate computation for presurgical cleft lip and palate treatment.

Till N. Schnabel, Baran Gözcü, Paulo F. U. Gotardo, Lasse Lingens, Daniel Dorda, Frawa Vetterli, Ashraf Emhemmed, Prasad Nalabothu, Yoriko Lill, Benito K. Benitez, Andreas A. Müller, Markus Gross, Barbara Solenthaler

Int. J. Comput. Assist. Radiol. Surg., 2023

Image-Based 3D Reconstruction of Cleft Lip and Palate Using a Learned Shape Prior.

Lasse Lingens, Baran Gözcü, Till N. Schnabel, Yoriko Lill, Benito K. Benitez, Prasad Nalabothu, Andreas A. Müller, Markus Gross, Barbara Solenthaler

Proceedings of the Applications of Medical Artificial Intelligence, 2023

2022

Implicit neural representation for physics-driven actuated soft bodies.

Lingchen Yang, Byungsoo Kim, Gaspard Zoss, Baran Gözcü, Markus Gross, Barbara Solenthaler

ACM Trans. Graph., 2022

2020

Scalable Learning-Based Sampling Optimization for Compressive Dynamic MRI.

Thomas Sanchez, Baran Gözcü, Ruud B. van Heeswijk, Armin Eftekhari, Efe Ilicak, Tolga Çukur, Volkan Cevher

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Data-driven Measurement Designs for Magnetic Resonance Imaging.

Baran Gözcü

PhD thesis, 2019

Scalable Learning-Based Sampling Optimization for Compressive Dynamic MRI.

Thomas Sanchez, Baran Gözcü, Ruud B. van Heeswijk, Efe Ilicak, Tolga Çukur, Volkan Cevher

CoRR, 2019

Rethinking Sampling in Parallel MRI: A Data-Driven Approach.

Baran Gözcü, Thomas Sanchez, Volkan Cevher

Proceedings of the 27th European Signal Processing Conference, 2019

2018

Learning-Based Compressive MRI.

Baran Gozcu, Rabeeh Karimi Mahabadi, Yen-Huan Li, Efe Ilicak, Tolga Çukur, Jonathan Scarlett, Volkan Cevher

IEEE Trans. Medical Imaging, 2018

2016

Learning-Based Compressive Subsampling.

Luca Baldassarre, Yen-Huan Li, Jonathan Scarlett, Baran Gozcu, Ilija Bogunovic, Volkan Cevher

IEEE J. Sel. Top. Signal Process., 2016

2015

A primal-dual framework for mixtures of regularizers.

Baran Gozcu, Luca Baldassarre, Quoc Tran-Dinh, Cosimo Aprile, Volkan Cevher

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

Metric learning with rank and sparsity constraints.

Bubacarr Bah, Stephen Becker, Volkan Cevher, Baran Gozcu

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Manifold sparse beamforming.

Baran Gozcu, Afsaneh Asaei, Volkan Cevher

Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013